THE SYSTEM OF OPTICAL-ELECTRONIC SORTING OF APPLES ON THE CONVEYOR-Reference-Cited by-同舟云学术

THE SYSTEM OF OPTICAL-ELECTRONIC SORTING OF APPLES ON THE CONVEYOR

Published:2022-01 Issue:283 Volume: Page:38-44
ISSN:0201-7032
Container-title:Kontrol'. Diagnostika
language:ru
Short-container-title:td

Author:

Balabanov P. V.,Divin A. G.,Egorov A. S.,Zhirkova A. A.

Abstract

The system of optical-electronic quality control of apples is described. An algorithm for detecting apple defects is proposed. It provides for obtaining information from a linear photodetector of a hyperspectral camera about the intensity of reflected light in the range of 400...1000 nm in 2.5 nm increments and subsequent processing of the obtained spectra, including the calculation of five vegetation indices. They are used as input parameters of a neural network designed to classify apple plant tissues by types of defects. The results of testing the system showed an accuracy of detecting defects of at least 87 %.

Publisher

Izdatel'skii dom Spektr, LLC

Subject

General Medicine

Reference14 articles.

1. Moallem P., Serajoddin A., Pourghassem H. (2017). Computer Vision-Based Apple Grading for Golden Delicious Apples Based on Surface Features. Information Processing in Agriculture, Vol. 4, (1), pp. 33 – 40. DOI: 10.1016/j.inpa.2016.10.003

2. Solovchenko A., Dorokhov A., Shurygin B. et al. (2021). Linking Tissue Damage to Hyperspectral Reflectance for Non-Invasive Monitoring of Apple Fruit in Orchards. Plants, Vol. 10, (2), pp. 310 – 325. DOI: 10.3390/plants10020310

3. Vincent J., Wang H., Nibouche O., Maguire P. (2018). Differentiation of Apple Varieties and Investigation of Organic Status Using Portable Visible Range Reflectance Spectroscopy. Sensors, Vol. 18, (6), pp. 1708 – 1721. DOI: 10.3390/s18061708

4. Yu Y., Velastin S. A., Yin F. (2020). Automatic Grading of Apples Based on Multi-Features and Weighted K-Means Clustering Algorithm. Information Processing in Agriculture, Vol. 7, (4), pp. 555 – 565. DOI: 10.1016/ j.inpa.2019.11.003

5. Kondo N. (2003). Fruit Grading Robot. IEEE / ASME International Conference on Advanced Intelligent Mechatronics, AIM, Vol. 2, pp. 1366 – 1371. DOI: 10.1109/AIM.2003.1225542

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. INFORMATION-MEASURING SYSTEM FOR CONTROL OF APPLES BY SIZE IN THEIR SORTING;Kontrol'. Diagnostika;2023-06